ReviewAcademic emergency medicine : official journal of the Society for Academic Emergency Medicine2025
Diagnostic reasoning and cognitive error in emergency medicine: Implications for teaching and learning.
Review in Academic emergency medicine : official journal of the Society for Academic Emergency Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Self, Others and Context: Reframing Clinical Reasoning as a Socio-Cognitive Practice.Journal of evaluation in clinical practice · 2026Review
- Transforming Human-AI Collaboration in Emergency Care: The Role of AI in Adaptive Support Across Diagnostic Reasoning Modes.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026Article
- When emergency physicians meet patients displaying irritable behaviours: a randomised vignette-based experiment investigating physicians' emotions and clinical reasoning.BMJ quality & safety · 2026Article
- Cognitive Biases in Early Trauma Transfusions: Lessons From Three Rare Cases of Acute Hemolytic Reaction.Clinical case reports · 2026Article
- Article
- Impact of a tripartite framework on perioperative clinical reasoning in junior anaesthesiology residents in China: a longitudinal quasi-experimental study.BMC medical education · 2026Article
- Integrated Radiology-Biochemistry Diagnostic Flow Framework for Emergency Clinical Decision Support: A Simulation-Based Educational Model.Tomography (Ann Arbor, Mich.) · 2026Article
- Teaching common cognitive biases and associated errors in veterinary neurologic diagnosis using clinical vignettes: a narrative review.Frontiers in veterinary science · 2026Review
- How can community pharmacists improve antibiotic use among outpatients? A qualitative study of pharmacists' clinical reasoning.JAC-antimicrobial resistance · 2025Article
- Aortic dissection in the ED: a medico-legal perspective on diagnostic delays and failures.CJEM · 2025Article
- Article
- When I say … intuition.Medical education · 2025Article
- In reply to "Diagnostic reasoning and cognitive error in emergency medicine: Implications for teaching and learning".AEM education and training · 2025Article
- Diagnostic reasoning and cognitive error in emergency medicine: Implications for teaching and learning.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2025Review
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccurate diagnosis in emergency medicine (EM) is high stakes and challenging. Research into physicians' clinical reasoning has been ongoing since the late 1970s. The dual-process theory has established itself as a valid model, including in EM. It is based on the distinction between two information-processing systems. System 1 rapidly generates one or more diagnostic hypotheses almost instantaneously, driven by experiential knowledge, while System 2 proceeds more slowly and analytically, applying formal rules to arrive at a final diagnosis.
methodsWe reviewed the literature on dual-process theory in the fields of cognitive science, medical education and emergency medicine. RESULTS AND
conclusionThe literature reflects two prominent interpretations regarding the relationship between the fast and slow phases and these interpretations carry very different implications for the training of clinical learners. One interpretation, prominent in the EM community, presents it as a "check-and-balance" framework in which most diagnostic error is caused by cognitive biases originating within System 1. As a result, EM residents are frequently advised to deploy analytical (System 2) strategies to correct such biases. However, such teaching approaches are not supported by research into the nature of diagnostic reasoning. An alternative interpretation assumes a harmonious relationship between Systems 1 and 2 in which both fast and slow processes are driven by underlying knowledge that conditions performance and the occurrence of errors. Educational strategies corresponding to this alternative have not been explored in the EM literature. In this paper, we offer proposals for improving the teaching and learning of diagnostic reasoning by EM residents.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.